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Network states-aware collective communication optimization
Message Passing Interface (MPI) is the de facto standard for parallel programming, and collective operations in MPI are widely utilized by numerous...
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Secure Communication Using Multi-Layer Perceptron Neural Network and the Adaptive-Network-Based Fuzzy Inference System in Wireless Network
A Wireless Sensor Network (WSN) consists of many sensor nodes that collect data from various environmental conditions using the Internet of Things...
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Communication efficiency optimization of federated learning for computing and network convergence of 6G networks
Federated learning effectively addresses issues such as data privacy by collaborating across participating devices to train global models. However,...
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DQN Algorithm for network resource management in vehicular communication network
To guarantee the effective utilization of time when users are stuck in network traffic congestion, it is necessary to train a reinforcement learning...
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MPC-ABC: Blockchain-Based Network Communication for Efficiently Secure Multiparty Computation
Secure Multiparty Computation (MPC) offers privacy-preserving computation that could be critical in many health and finance applications....
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Network Slicing for Future Wireless Communication Theory and Application
This book comprehensively discusses the development, application and challenges of network slicing technology in wireless communications. Starting...
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An optimized energy management and load balancing system based on cluster head selection for the vehicular network communication
Wireless Sensor Network (WSN) is a well-organizing network that provides efficient communication services. However, high energy usage and overloaded...
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Evaluation of quality of service parameters for MQTT communication in IoT application by using deep neural network
The three main pillars of the Internet of Things (IoT) are Computation, Communication and things that are connected in a network of IoT. In IoT for...
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Analysis of Mobile Communication Network Architecture Based on SDN
With the development of mobile network and the continuous improvement of network speed, the pressure of network traffic is becoming more and more...
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Communication now and then: analyzing the Republic of Letters as a communication network
Huge advances in understanding patterns of human communication, and the underlying social networks where it takes place, have been made recently...
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Application of EEUC-based inter aircraft ultraviolet communication network algorithm in energy consumption optimization of drone swarm
With the widespread application of drone technology, energy management of drone swarms has become a key challenge in ensuring sustained and efficient...
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Sliding mode synchronization of uncertain memristor cellular neural network and application in secure communication
The purpose of this research is to investigate the synchronization and control for uncertain memristor-based cellular neural network and its...
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Improving anomaly detection in SCADA network communication with attribute extension
Network anomaly detection for critical infrastructure supervisory control and data acquisition (SCADA) systems is the first line of defense against...
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Stochastic stabilization of Markovian jump systems closed by a communication network: an auxiliary system approach
This study examines the stabilization of continuous-time Markovian jump systems, whose controller is added in the diffusion section. Unlike the...
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Pushing AI to wireless network edge: an overview on integrated sensing, communication, and computation towards 6G
Pushing artificial intelligence (AI) from central cloud to network edge has reached board consensus in both industry and academia for materializing...
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A Deep Learning Approach for Classifying Network Connected IoT Devices Using Communication Traffic Characteristics
The Internet of Things can be considered a technological revolution and has successfully merged the physical world with the digital world. However,...
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RT-Ranked: Towards Network Resiliency by Anticipating Demand in TSCH/RPL Communication Environments
Time-slotted Channel Hop** (TSCH) Media Access Control (MAC) was specified to target the Industrial Internet of Things needs. This MAC balances...
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Design and simulation of optical network architecture based on point-to-multipoint direct communication between optical network units for data center
A novel architecture with point-to-multipoint direct communication (P2MPDC) between any two optical network units (ONUs) for data center is proposed...
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Reactions to science communication: discovering social network topics using word embeddings and semantic knowledge
Social media platforms that disseminate scientific information to the public during the COVID-19 pandemic highlighted the importance of the topic of...
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Q-learning-based sequential recovery of interdependent power-communication network after cascading failures
Enhancing robustness of cyber-physical system under cascading failures still remains to be an important problem. In this paper, we propose a novel...